COURSES

Advanced AI Courses

Comprehensive and in depth course into the most advanced and cutting edge technologies will give you an edge over the competition.

COURSE TYPE- OFFLINE (AT PUNE)

COURSE DURATION- 90 DAYS

COURSE TIMING-8 AM - 8 PM

MONDAY TO SATURADAY

COURSE FEE: INR 70,000 plus applicable taxes

Deep Dive AI

-Understanding the algorithms (especially the math)

-Implement the agorithms

- KNN

- SVM, Kernel Methods

- Decision Trees, bagging and boosting

Introduction to Neural Networks

Overview

-Pytorch overview

-Implementation using libraries

-Loss Functions, optimization choices

-Applications to classification

Advanced Neural Networks

-The math of Neural Networks

-Optimization

-Implementation from scratch

-Visualization

Neural Networks Spectrum

-Autoencoders

-CNNs

-RNNs

-LSTMs

Pretrained networks

-Applications

ML Capstone

-Project based learning

GANs

LLMs

Course

Type

Syllabus

Duration

Suitable for

Course fee/student

Introduction to Programming with Python

Foundation

· Syntax and semantics, names, data types

· Collections and manipulations thereof

· Control structures, exception

· Functions

· Numpy, Pandas and Matplotlib

12 weeks

Beginners

Rs. 35,000 +taxes

Advanced Python Programming

Advanced

· Testing, logging, documentation and benchmarking

· SymPy, RegExp

· REST API access

· OpenAPI and Dall-E API access

· Object-Oriented Python

12 weeks

Technically proficient

Rs. 40,000 +taxes

Algorithms + Data Structures = Programs

Advanced

· Sorting and Searching

· Scientific computation

· Union-Find

· Greedy Algorithms and Dynamic Programming

· Graph Algorithms

· Hashing

12 weeks

Technically proficient

Rs. 30,000 +taxes

Cracking Interviews Module 1

Advanced

· Body language

· Soft skills – grooming

· Communication skills

· One on one coaching sessions

4 weeks

Technically proficient

Rs. 20,000 +taxes

Cracking Interviews Module 2

Advanced

· Arrays, Lists, etc. and their operations

· Algorithmic patterns

· Implementation tips and tricks

2 weeks

Technically proficient

Rs. 30,000 +taxes

Foundations of AI

Foundation

· Foundational statistics

· Logistic Regression, Linear Discriminant Analysis, KNN

· Support Vector Machines, Kernel methods

· Decision Trees, bagging and boosting

12 weeks

Beginners

Rs. 35,000 +taxes

AI Applications

Advanced

· MNIST, IRIS, Titanic

· House Price Prediction

12 weeks

Technically proficient

Rs. 40,000 +taxes

Foundations of Machine Learning

Foundation

· Perceptron

· Neural Networks, Deep Neural Networks

· Autoencoders

12 weeks

Beginners

Rs. 35,000 +taxes

Advanced Machine Learning

Advanced

· Convolution Neural Networks

· Recurrent Neural Networks

· GANs

· Natural Language Processing

12 weeks

Technically proficient

Rs. 40,000 +taxes

Machine Learning Applications

Advanced

· Image recognition

· Time series forecasting

12 weeks

Technically proficient

Rs. 40,000 +taxes